Proceedings of the 3rd ACM SIGCHI symposium on Engineering interactive computing systems
Bibliographic record
Abstract
It is our great pleasure to welcome you to the 3rd ACM SIGCHI Symposium on Engineering Interactive Computing Systems -- EICS'11 held in Pisa (13-16 June 2011). EICS is an international conference devoted to all aspects of engineering usable and effective interactive computing systems, ranging from graphical interactive systems to those involving new and emerging modalities (e.g. gesture), environments (e.g. ubiquitous ones) and development methods (e.g. model-based design and development). \n \nEICS focuses on tools, techniques and methods for designing and developing interactive systems. EICS brings together people who study or practice the engineering of interactive systems, drawing from Human-Computer Interaction (HCI), Software Engineering, Requirements Engineering, Computer-Supported Collaborative Work (CSCW), Ubiquitous & Pervasive Systems, and Cognitive Engineering fields. EICS encompasses the former conferences and workshops EHCI (Engineering Human Computer Interaction, sponsored by IFIP 2.7/13.4), DSV-IS (International Workshop on the Design, Specification and Verification of Interactive Systems), CADUI (International Conference on Computer-Aided Design of User Interfaces) and TAMODIA (International Workshop on Task Models and Diagrams). \n \nWe hope that you will find this year program interesting and thought provoking. The symposium will provide you with a valuable opportunity to share ideas with other researchers and practitioners from institutions around the world. We also wish the best to the next edition, EICS 2012 to be held in Copenhagen, Denmark in June 2012. \n \nWe believe that with this third EICS edition, by increasing the diversity of paper presentations, posters, workshops, tutorials, demonstrations and doctoral presentations, we obtained an exciting and interactive program, which stimulates fruitful discussion in the relevant research fields. The distinctive focus of the conference is the engineering of interactive computer systems. Themes include: tools to support the engineering of interactive systems; notations that specify key aspects of interactive behaviour; and models that enable the analysis of interactive systems. There are several papers on context, adaptation, and migration, particularly in relation to engineering ubiquitous systems, as well as papers that discuss engineering issues associated with novel interaction techniques. A further substantial and somewhat novel theme for EICS revolves around interaction with large screens. \n \nSince its beginning EICS has witnessed a growing number of submissions. This year the program contains 14 full papers carefully chosen from a total of 65 submissions (22% acceptance rate). There are also 21 late breaking papers (six of them are presented as posters) as well as a number of doctoral reports, workshop reports, tutorial abstracts and demonstration descriptions. The competition was strong and the selection difficult. The published material originates from 17 countries, including New Zealand, North and South America, China and Europe. \n \nThe conference is young and its identity is still evolving. Effie Law and Albrecht Schmidt, our keynote speakers, bring interesting novel perspectives in key topics for the engineering community in next years: user experience and ubiquitous systems. This should provide further useful content for good discussion. Our commitment to industry is underlined by an industrial panel held at the symposium, entitled "Research Agenda for Service Front-Ends", that will provide an interactive discussion forum and a meeting point for industry and academics.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.008 | 0.006 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.123 | 0.069 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".